{"id":"W2614905224","doi":"10.1111/jiec.12647","title":"LEED v4: Where Are We Now? Critical Assessment through the LCA of an Office Building Using a Low Impact Energy Consumption Mix","year":2017,"lang":"en","type":"article","venue":"Journal of Industrial Ecology","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Université de Sherbrooke; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Renewable energy; Environmental impact assessment; Life-cycle assessment; Context (archaeology); Environmental economics; Certification; Energy consumption; Consumption (sociology); Environmental design; Electricity; Efficient energy use; Work (physics); Energy mix; Industrial ecology; Architectural engineering; Business; Sustainability; Engineering; Civil engineering; Electricity generation; Production (economics); Economics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00295545,0.0005763735,0.0005465642,0.00123624,0.0008222152,0.002417225,0.001346556,0.0009100205,0.01561449],"category_scores_gemma":[0.003609482,0.0003375446,0.000763897,0.001147185,0.0005892761,0.002017562,0.001163727,0.0007847953,0.001533827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206415,"about_ca_system_score_gemma":0.002636826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03615106,"about_ca_topic_score_gemma":0.09195937,"domain_scores_codex":[0.9985071,0.0004825246,0.00003266678,0.00009073596,0.0007327459,0.0001542596],"domain_scores_gemma":[0.9986426,0.0004958467,0.00005653426,0.0001261413,0.0005828672,0.0000959993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01104114,0.001444678,0.08955225,0.002268725,0.0006279923,0.00190131,0.002178476,0.1841784,0.06111404,0.05996893,0.1388614,0.4468627],"study_design_scores_gemma":[0.0008946746,0.00371221,0.1024648,0.0009973566,0.0007972151,0.0004409502,0.0109742,0.3496419,0.1242522,0.05180699,0.3532785,0.0007390374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7264544,0.0009928644,0.04574687,0.003240135,0.0003291366,0.001307448,0.01635376,0.002349684,0.2032256],"genre_scores_gemma":[0.888294,0.0004390185,0.0729549,0.0004754778,0.00004345694,0.0004876083,0.004758879,0.0007664794,0.03178028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03615106,"threshold_uncertainty_score":0.07188123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06888017919208522,"score_gpt":0.369674633655065,"score_spread":0.3007944544629798,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}